Overview
Brought to you by YData
Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 53000 |
| Missing cells | 14000 |
| Missing cells (%) | 1.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 15.3 MiB |
| Average record size in memory | 303.4 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 3 |
| Text | 1 |
model_type has constant value "CPF" | Constant |
request_size has constant value "16KB" | Constant |
Acquisition_Score is highly overall correlated with Selection_Method | High correlation |
DB_Memory is highly overall correlated with db_norm and 1 other fields | High correlation |
MAS_Workers is highly overall correlated with Selection_Method and 2 other fields | High correlation |
Parallel_Jobs is highly overall correlated with Selection_Method and 1 other fields | High correlation |
Selection_Method is highly overall correlated with Acquisition_Score and 7 other fields | High correlation |
db_norm is highly overall correlated with DB_Memory and 1 other fields | High correlation |
execution_time_full is highly overall correlated with MAS_Workers and 3 other fields | High correlation |
execution_time_none is highly overall correlated with Selection_Method | High correlation |
execution_time_some is highly overall correlated with DB_Memory and 3 other fields | High correlation |
mas_norm is highly overall correlated with MAS_Workers and 2 other fields | High correlation |
par_norm is highly overall correlated with Parallel_Jobs and 1 other fields | High correlation |
Selection_Method has 1000 (1.9%) missing values | Missing |
Acquisition_Score has 13000 (24.5%) missing values | Missing |
Execution_Time has unique values | Unique |
db_norm has 1000 (1.9%) zeros | Zeros |
mas_norm has 1000 (1.9%) zeros | Zeros |
par_norm has 2000 (3.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-18 15:44:55.823314 |
|---|---|
| Analysis finished | 2025-05-18 15:45:22.643889 |
| Duration | 26.82 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
DB_Memory
Real number (ℝ)
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1677.9588 |
| Minimum | 250 |
|---|---|
| Maximum | 2500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 250 |
|---|---|
| 5-th percentile | 659.09091 |
| Q1 | 1068.1818 |
| median | 1886.3636 |
| Q3 | 2295.4545 |
| 95-th percentile | 2500 |
| Maximum | 2500 |
| Range | 2250 |
| Interquartile range (IQR) | 1227.2727 |
Descriptive statistics
| Standard deviation | 647.43406 |
|---|---|
| Coefficient of variation (CV) | 0.38584621 |
| Kurtosis | -1.1340744 |
| Mean | 1677.9588 |
| Median Absolute Deviation (MAD) | 613.63636 |
| Skewness | -0.28260126 |
| Sum | 88931818 |
| Variance | 419170.86 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2500 | 10000 | |
| 1068.181818 | 7000 | |
| 1886.363636 | 7000 | |
| 2295.454545 | 6000 | |
| 863.6363636 | 5000 | |
| 2090.909091 | 4000 | 7.5% |
| 1477.272727 | 4000 | 7.5% |
| 1681.818182 | 3000 | 5.7% |
| 1272.727273 | 3000 | 5.7% |
| 659.0909091 | 2000 | 3.8% |
| Other values (2) | 2000 | 3.8% |
| Value | Count | Frequency (%) |
| 250 | 1000 | 1.9% |
| 454.5454545 | 1000 | 1.9% |
| 659.0909091 | 2000 | 3.8% |
| 863.6363636 | 5000 | |
| 1068.181818 | 7000 | |
| 1272.727273 | 3000 | |
| 1477.272727 | 4000 | |
| 1681.818182 | 3000 | |
| 1886.363636 | 7000 | |
| 2090.909091 | 4000 |
| Value | Count | Frequency (%) |
| 2500 | 10000 | |
| 2295.454545 | 6000 | |
| 2090.909091 | 4000 | 7.5% |
| 1886.363636 | 7000 | |
| 1681.818182 | 3000 | 5.7% |
| 1477.272727 | 4000 | 7.5% |
| 1272.727273 | 3000 | 5.7% |
| 1068.181818 | 7000 | |
| 863.6363636 | 5000 | |
| 659.0909091 | 2000 | 3.8% |
MAS_Workers
Real number (ℝ)
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.730703 |
| Minimum | 10 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 16.363636 |
| Q1 | 22.727273 |
| median | 22.727273 |
| Q3 | 29.090909 |
| 95-th percentile | 67.272727 |
| Maximum | 80 |
| Range | 70 |
| Interquartile range (IQR) | 6.3636364 |
Descriptive statistics
| Standard deviation | 14.117261 |
|---|---|
| Coefficient of variation (CV) | 0.49136497 |
| Kurtosis | 4.2058846 |
| Mean | 28.730703 |
| Median Absolute Deviation (MAD) | 6.3636364 |
| Skewness | 2.1453133 |
| Sum | 1522727.3 |
| Variance | 199.29706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.72727273 | 24000 | |
| 29.09090909 | 14000 | |
| 16.36363636 | 6000 | 11.3% |
| 54.54545455 | 1000 | 1.9% |
| 67.27272727 | 1000 | 1.9% |
| 60.90909091 | 1000 | 1.9% |
| 10 | 1000 | 1.9% |
| 48.18181818 | 1000 | 1.9% |
| 80 | 1000 | 1.9% |
| 73.63636364 | 1000 | 1.9% |
| Other values (2) | 2000 | 3.8% |
| Value | Count | Frequency (%) |
| 10 | 1000 | 1.9% |
| 16.36363636 | 6000 | 11.3% |
| 22.72727273 | 24000 | |
| 29.09090909 | 14000 | |
| 35.45454545 | 1000 | 1.9% |
| 41.81818182 | 1000 | 1.9% |
| 48.18181818 | 1000 | 1.9% |
| 54.54545455 | 1000 | 1.9% |
| 60.90909091 | 1000 | 1.9% |
| 67.27272727 | 1000 | 1.9% |
| Value | Count | Frequency (%) |
| 80 | 1000 | 1.9% |
| 73.63636364 | 1000 | 1.9% |
| 67.27272727 | 1000 | 1.9% |
| 60.90909091 | 1000 | 1.9% |
| 54.54545455 | 1000 | 1.9% |
| 48.18181818 | 1000 | 1.9% |
| 41.81818182 | 1000 | 1.9% |
| 35.45454545 | 1000 | 1.9% |
| 29.09090909 | 14000 | |
| 22.72727273 | 24000 |
Parallel_Jobs
Real number (ℝ)
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9828473 |
| Minimum | 2 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.7272727 |
| Q1 | 7.8181818 |
| median | 8.5454545 |
| Q3 | 9.2727273 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range (IQR) | 1.4545455 |
Descriptive statistics
| Standard deviation | 2.108053 |
|---|---|
| Coefficient of variation (CV) | 0.26407282 |
| Kurtosis | 1.2983703 |
| Mean | 7.9828473 |
| Median Absolute Deviation (MAD) | 0.72727273 |
| Skewness | -1.448178 |
| Sum | 423090.91 |
| Variance | 4.4438876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.272727273 | 12000 | |
| 8.545454545 | 11000 | |
| 10 | 10000 | |
| 7.818181818 | 7000 | |
| 7.090909091 | 3000 | 5.7% |
| 2 | 2000 | 3.8% |
| 6.363636364 | 2000 | 3.8% |
| 4.181818182 | 2000 | 3.8% |
| 4.909090909 | 1000 | 1.9% |
| 3.454545455 | 1000 | 1.9% |
| Other values (2) | 2000 | 3.8% |
| Value | Count | Frequency (%) |
| 2 | 2000 | 3.8% |
| 2.727272727 | 1000 | 1.9% |
| 3.454545455 | 1000 | 1.9% |
| 4.181818182 | 2000 | 3.8% |
| 4.909090909 | 1000 | 1.9% |
| 5.636363636 | 1000 | 1.9% |
| 6.363636364 | 2000 | 3.8% |
| 7.090909091 | 3000 | 5.7% |
| 7.818181818 | 7000 | |
| 8.545454545 | 11000 |
| Value | Count | Frequency (%) |
| 10 | 10000 | |
| 9.272727273 | 12000 | |
| 8.545454545 | 11000 | |
| 7.818181818 | 7000 | |
| 7.090909091 | 3000 | 5.7% |
| 6.363636364 | 2000 | 3.8% |
| 5.636363636 | 1000 | 1.9% |
| 4.909090909 | 1000 | 1.9% |
| 4.181818182 | 2000 | 3.8% |
| 3.454545455 | 1000 | 1.9% |
model_type
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| CPF |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CPF |
|---|---|
| 2nd row | CPF |
| 3rd row | CPF |
| 4th row | CPF |
| 5th row | CPF |
Common Values
| Value | Count | Frequency (%) |
| CPF | 53000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| cpf | 53000 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 53000 | |
| P | 53000 | |
| F | 53000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 159000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| P | 53000 | |
| F | 53000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 159000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| P | 53000 | |
| F | 53000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 159000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| P | 53000 | |
| F | 53000 |
request_size
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 16KB |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 16KB |
|---|---|
| 2nd row | 16KB |
| 3rd row | 16KB |
| 4th row | 16KB |
| 5th row | 16KB |
Common Values
| Value | Count | Frequency (%) |
| 16KB | 53000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 16kb | 53000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 53000 | |
| 6 | 53000 | |
| K | 53000 | |
| B | 53000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 212000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 53000 | |
| 6 | 53000 | |
| K | 53000 | |
| B | 53000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 212000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 53000 | |
| 6 | 53000 | |
| K | 53000 | |
| B | 53000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 212000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 53000 | |
| 6 | 53000 | |
| K | 53000 | |
| B | 53000 |
db_norm
Real number (ℝ)
High correlation  Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63464837 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1000 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.18181818 |
| Q1 | 0.36363636 |
| median | 0.72727273 |
| Q3 | 0.90909091 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.54545455 |
Descriptive statistics
| Standard deviation | 0.28774847 |
|---|---|
| Coefficient of variation (CV) | 0.45339826 |
| Kurtosis | -1.1340744 |
| Mean | 0.63464837 |
| Median Absolute Deviation (MAD) | 0.27272727 |
| Skewness | -0.28260126 |
| Sum | 33636.364 |
| Variance | 0.082799181 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 10000 | |
| 0.3636363636 | 7000 | |
| 0.7272727273 | 7000 | |
| 0.9090909091 | 6000 | |
| 0.2727272727 | 5000 | |
| 0.8181818182 | 4000 | 7.5% |
| 0.5454545455 | 4000 | 7.5% |
| 0.6363636364 | 3000 | 5.7% |
| 0.4545454545 | 3000 | 5.7% |
| 0.1818181818 | 2000 | 3.8% |
| Other values (2) | 2000 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 1000 | 1.9% |
| 0.09090909091 | 1000 | 1.9% |
| 0.1818181818 | 2000 | 3.8% |
| 0.2727272727 | 5000 | |
| 0.3636363636 | 7000 | |
| 0.4545454545 | 3000 | |
| 0.5454545455 | 4000 | |
| 0.6363636364 | 3000 | |
| 0.7272727273 | 7000 | |
| 0.8181818182 | 4000 |
| Value | Count | Frequency (%) |
| 1 | 10000 | |
| 0.9090909091 | 6000 | |
| 0.8181818182 | 4000 | 7.5% |
| 0.7272727273 | 7000 | |
| 0.6363636364 | 3000 | 5.7% |
| 0.5454545455 | 4000 | 7.5% |
| 0.4545454545 | 3000 | 5.7% |
| 0.3636363636 | 7000 | |
| 0.2727272727 | 5000 | |
| 0.1818181818 | 2000 | 3.8% |
mas_norm
Real number (ℝ)
High correlation  Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26758148 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1000 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.090909091 |
| Q1 | 0.18181818 |
| median | 0.18181818 |
| Q3 | 0.27272727 |
| 95-th percentile | 0.81818182 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.090909091 |
Descriptive statistics
| Standard deviation | 0.20167516 |
|---|---|
| Coefficient of variation (CV) | 0.75369626 |
| Kurtosis | 4.2058846 |
| Mean | 0.26758148 |
| Median Absolute Deviation (MAD) | 0.090909091 |
| Skewness | 2.1453133 |
| Sum | 14181.818 |
| Variance | 0.040672869 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1818181818 | 24000 | |
| 0.2727272727 | 14000 | |
| 0.09090909091 | 6000 | 11.3% |
| 0.6363636364 | 1000 | 1.9% |
| 0.8181818182 | 1000 | 1.9% |
| 0.7272727273 | 1000 | 1.9% |
| 0 | 1000 | 1.9% |
| 0.5454545455 | 1000 | 1.9% |
| 1 | 1000 | 1.9% |
| 0.9090909091 | 1000 | 1.9% |
| Other values (2) | 2000 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 1000 | 1.9% |
| 0.09090909091 | 6000 | 11.3% |
| 0.1818181818 | 24000 | |
| 0.2727272727 | 14000 | |
| 0.3636363636 | 1000 | 1.9% |
| 0.4545454545 | 1000 | 1.9% |
| 0.5454545455 | 1000 | 1.9% |
| 0.6363636364 | 1000 | 1.9% |
| 0.7272727273 | 1000 | 1.9% |
| 0.8181818182 | 1000 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 1000 | 1.9% |
| 0.9090909091 | 1000 | 1.9% |
| 0.8181818182 | 1000 | 1.9% |
| 0.7272727273 | 1000 | 1.9% |
| 0.6363636364 | 1000 | 1.9% |
| 0.5454545455 | 1000 | 1.9% |
| 0.4545454545 | 1000 | 1.9% |
| 0.3636363636 | 1000 | 1.9% |
| 0.2727272727 | 14000 | |
| 0.1818181818 | 24000 |
par_norm
Real number (ℝ)
High correlation  Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.74785592 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2000 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.090909091 |
| Q1 | 0.72727273 |
| median | 0.81818182 |
| Q3 | 0.90909091 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.18181818 |
Descriptive statistics
| Standard deviation | 0.26350663 |
|---|---|
| Coefficient of variation (CV) | 0.35234946 |
| Kurtosis | 1.2983703 |
| Mean | 0.74785592 |
| Median Absolute Deviation (MAD) | 0.090909091 |
| Skewness | -1.448178 |
| Sum | 39636.364 |
| Variance | 0.069435743 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9090909091 | 12000 | |
| 0.8181818182 | 11000 | |
| 1 | 10000 | |
| 0.7272727273 | 7000 | |
| 0.6363636364 | 3000 | 5.7% |
| 0 | 2000 | 3.8% |
| 0.5454545455 | 2000 | 3.8% |
| 0.2727272727 | 2000 | 3.8% |
| 0.3636363636 | 1000 | 1.9% |
| 0.1818181818 | 1000 | 1.9% |
| Other values (2) | 2000 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 2000 | 3.8% |
| 0.09090909091 | 1000 | 1.9% |
| 0.1818181818 | 1000 | 1.9% |
| 0.2727272727 | 2000 | 3.8% |
| 0.3636363636 | 1000 | 1.9% |
| 0.4545454545 | 1000 | 1.9% |
| 0.5454545455 | 2000 | 3.8% |
| 0.6363636364 | 3000 | 5.7% |
| 0.7272727273 | 7000 | |
| 0.8181818182 | 11000 |
| Value | Count | Frequency (%) |
| 1 | 10000 | |
| 0.9090909091 | 12000 | |
| 0.8181818182 | 11000 | |
| 0.7272727273 | 7000 | |
| 0.6363636364 | 3000 | 5.7% |
| 0.5454545455 | 2000 | 3.8% |
| 0.4545454545 | 1000 | 1.9% |
| 0.3636363636 | 1000 | 1.9% |
| 0.2727272727 | 2000 | 3.8% |
| 0.1818181818 | 1000 | 1.9% |
execution_time_none
Real number (ℝ)
High correlation 
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.679925 |
| Minimum | 33.168017 |
|---|---|
| Maximum | 61.122635 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 33.168017 |
|---|---|
| 5-th percentile | 38.63416 |
| Q1 | 46.114866 |
| median | 50.182076 |
| Q3 | 54.171943 |
| 95-th percentile | 59.485618 |
| Maximum | 61.122635 |
| Range | 27.954617 |
| Interquartile range (IQR) | 8.0570768 |
Descriptive statistics
| Standard deviation | 5.9519331 |
|---|---|
| Coefficient of variation (CV) | 0.1198056 |
| Kurtosis | 0.065865106 |
| Mean | 49.679925 |
| Median Absolute Deviation (MAD) | 4.06721 |
| Skewness | -0.43871084 |
| Sum | 2633036 |
| Variance | 35.425507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53.98368018 | 1000 | 1.9% |
| 47.41058359 | 1000 | 1.9% |
| 47.90340812 | 1000 | 1.9% |
| 50.91144404 | 1000 | 1.9% |
| 50.89651043 | 1000 | 1.9% |
| 56.14801495 | 1000 | 1.9% |
| 51.66680864 | 1000 | 1.9% |
| 46.67794791 | 1000 | 1.9% |
| 43.41506408 | 1000 | 1.9% |
| 46.6238781 | 1000 | 1.9% |
| Other values (43) | 43000 |
| Value | Count | Frequency (%) |
| 33.16801734 | 1000 | |
| 36.66727047 | 1000 | |
| 38.63415974 | 1000 | |
| 39.38674531 | 1000 | |
| 41.89242789 | 1000 | |
| 41.91707873 | 1000 | |
| 42.49697436 | 1000 | |
| 43.17978545 | 1000 | |
| 43.41506408 | 1000 | |
| 44.74180316 | 1000 |
| Value | Count | Frequency (%) |
| 61.12263475 | 1000 | |
| 61.11460639 | 1000 | |
| 59.48561802 | 1000 | |
| 57.67135775 | 1000 | |
| 56.99149622 | 1000 | |
| 56.14801495 | 1000 | |
| 55.47728265 | 1000 | |
| 55.28856306 | 1000 | |
| 55.13553937 | 1000 | |
| 55.01954731 | 1000 |
execution_time_some
Real number (ℝ)
High correlation 
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.057113 |
| Minimum | 53.307408 |
|---|---|
| Maximum | 74.189446 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 53.307408 |
|---|---|
| 5-th percentile | 57.205611 |
| Q1 | 63.906483 |
| median | 66.188877 |
| Q3 | 69.446698 |
| 95-th percentile | 72.411712 |
| Maximum | 74.189446 |
| Range | 20.882038 |
| Interquartile range (IQR) | 5.5402145 |
Descriptive statistics
| Standard deviation | 4.3719085 |
|---|---|
| Coefficient of variation (CV) | 0.066183766 |
| Kurtosis | 0.44698567 |
| Mean | 66.057113 |
| Median Absolute Deviation (MAD) | 2.9440325 |
| Skewness | -0.71366667 |
| Sum | 3501027 |
| Variance | 19.113584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56.96387331 | 1000 | 1.9% |
| 69.44669783 | 1000 | 1.9% |
| 66.16816433 | 1000 | 1.9% |
| 66.12527456 | 1000 | 1.9% |
| 72.1656496 | 1000 | 1.9% |
| 68.71532615 | 1000 | 1.9% |
| 68.47076344 | 1000 | 1.9% |
| 68.15332205 | 1000 | 1.9% |
| 69.60724775 | 1000 | 1.9% |
| 74.1894461 | 1000 | 1.9% |
| Other values (43) | 43000 |
| Value | Count | Frequency (%) |
| 53.30740781 | 1000 | |
| 56.96387331 | 1000 | |
| 57.20561128 | 1000 | |
| 57.22747625 | 1000 | |
| 57.82564027 | 1000 | |
| 60.10844761 | 1000 | |
| 60.95935758 | 1000 | |
| 61.76857184 | 1000 | |
| 62.73609663 | 1000 | |
| 62.77563811 | 1000 |
| Value | Count | Frequency (%) |
| 74.1894461 | 1000 | |
| 74.03308638 | 1000 | |
| 72.41171207 | 1000 | |
| 72.1656496 | 1000 | |
| 70.31171295 | 1000 | |
| 70.26834586 | 1000 | |
| 70.11440259 | 1000 | |
| 70.05269296 | 1000 | |
| 69.87869999 | 1000 | |
| 69.83344088 | 1000 |
execution_time_full
Real number (ℝ)
High correlation 
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.04322 |
| Minimum | 78.530944 |
|---|---|
| Maximum | 121.48135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 78.530944 |
|---|---|
| 5-th percentile | 87.48983 |
| Q1 | 102.88044 |
| median | 106.71147 |
| Q3 | 112.07038 |
| 95-th percentile | 118.06998 |
| Maximum | 121.48135 |
| Range | 42.950402 |
| Interquartile range (IQR) | 9.1899396 |
Descriptive statistics
| Standard deviation | 8.6335 |
|---|---|
| Coefficient of variation (CV) | 0.081414914 |
| Kurtosis | 0.94676894 |
| Mean | 106.04322 |
| Median Absolute Deviation (MAD) | 3.9852387 |
| Skewness | -0.90400609 |
| Sum | 5620290.9 |
| Variance | 74.537323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98.37560471 | 1000 | 1.9% |
| 107.2664367 | 1000 | 1.9% |
| 106.112248 | 1000 | 1.9% |
| 110.6032316 | 1000 | 1.9% |
| 109.7838115 | 1000 | 1.9% |
| 114.5446188 | 1000 | 1.9% |
| 110.5207378 | 1000 | 1.9% |
| 107.0857247 | 1000 | 1.9% |
| 106.148368 | 1000 | 1.9% |
| 112.4654526 | 1000 | 1.9% |
| Other values (43) | 43000 |
| Value | Count | Frequency (%) |
| 78.53094426 | 1000 | |
| 85.86327372 | 1000 | |
| 87.48983029 | 1000 | |
| 91.53660075 | 1000 | |
| 93.4593245 | 1000 | |
| 94.7243686 | 1000 | |
| 95.15727079 | 1000 | |
| 95.73350033 | 1000 | |
| 95.81895138 | 1000 | |
| 98.37560471 | 1000 |
| Value | Count | Frequency (%) |
| 121.4813467 | 1000 | |
| 118.9167934 | 1000 | |
| 118.0699811 | 1000 | |
| 118.0313663 | 1000 | |
| 117.0739407 | 1000 | |
| 115.6852811 | 1000 | |
| 114.9736786 | 1000 | |
| 114.609915 | 1000 | |
| 114.5446188 | 1000 | |
| 113.23575 | 1000 |
Configuration
Text
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 MiB |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.566038 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Config_665 |
|---|---|
| 2nd row | Config_665 |
| 3rd row | Config_665 |
| 4th row | Config_665 |
| 5th row | Config_665 |
| Value | Count | Frequency (%) |
| config_665 | 1000 | 1.9% |
| config_480 | 1000 | 1.9% |
| config_111 | 1000 | 1.9% |
| config_1609 | 1000 | 1.9% |
| config_1545 | 1000 | 1.9% |
| config_307 | 1000 | 1.9% |
| config_1014 | 1000 | 1.9% |
| config_227 | 1000 | 1.9% |
| config_862 | 1000 | 1.9% |
| config_1418 | 1000 | 1.9% |
| Other values (43) | 43000 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 53000 | |
| n | 53000 | |
| f | 53000 | |
| i | 53000 | |
| g | 53000 | |
| _ | 53000 | |
| o | 53000 | |
| 1 | 51000 | |
| 6 | 24000 | 4.3% |
| 8 | 19000 | 3.4% |
| Other values (7) | 95000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 560000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| n | 53000 | |
| f | 53000 | |
| i | 53000 | |
| g | 53000 | |
| _ | 53000 | |
| o | 53000 | |
| 1 | 51000 | |
| 6 | 24000 | 4.3% |
| 8 | 19000 | 3.4% |
| Other values (7) | 95000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 560000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| n | 53000 | |
| f | 53000 | |
| i | 53000 | |
| g | 53000 | |
| _ | 53000 | |
| o | 53000 | |
| 1 | 51000 | |
| 6 | 24000 | 4.3% |
| 8 | 19000 | 3.4% |
| Other values (7) | 95000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 560000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 53000 | |
| n | 53000 | |
| f | 53000 | |
| i | 53000 | |
| g | 53000 | |
| _ | 53000 | |
| o | 53000 | |
| 1 | 51000 | |
| 6 | 24000 | 4.3% |
| 8 | 19000 | 3.4% |
| Other values (7) | 95000 |
Selection_Method
Categorical
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1000 |
| Missing (%) | 1.9% |
| Memory size | 2.6 MiB |
| BO | |
|---|---|
| LHS |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.2307692 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | LHS |
|---|---|
| 2nd row | LHS |
| 3rd row | LHS |
| 4th row | LHS |
| 5th row | LHS |
Common Values
| Value | Count | Frequency (%) |
| BO | 40000 | |
| LHS | 12000 | 22.6% |
| (Missing) | 1000 | 1.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| bo | 40000 | |
| lhs | 12000 | 23.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 40000 | |
| O | 40000 | |
| L | 12000 | 10.3% |
| H | 12000 | 10.3% |
| S | 12000 | 10.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 116000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 40000 | |
| O | 40000 | |
| L | 12000 | 10.3% |
| H | 12000 | 10.3% |
| S | 12000 | 10.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 116000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 40000 | |
| O | 40000 | |
| L | 12000 | 10.3% |
| H | 12000 | 10.3% |
| S | 12000 | 10.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 116000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 40000 | |
| O | 40000 | |
| L | 12000 | 10.3% |
| H | 12000 | 10.3% |
| S | 12000 | 10.3% |
Execution_Time
Real number (ℝ)
Unique 
| Distinct | 53000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.000537 |
| Minimum | 41.009472 |
|---|---|
| Maximum | 59.678547 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 41.009472 |
|---|---|
| 5-th percentile | 46.684926 |
| Q1 | 48.644981 |
| median | 50.012669 |
| Q3 | 51.36216 |
| 95-th percentile | 53.274442 |
| Maximum | 59.678547 |
| Range | 18.669075 |
| Interquartile range (IQR) | 2.7171786 |
Descriptive statistics
| Standard deviation | 2.0027497 |
|---|---|
| Coefficient of variation (CV) | 0.040054563 |
| Kurtosis | -0.032472764 |
| Mean | 50.000537 |
| Median Absolute Deviation (MAD) | 1.3577838 |
| Skewness | -0.015221072 |
| Sum | 2650028.4 |
| Variance | 4.0110062 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.358887 | 1 | < 0.1% |
| 51.20883021 | 1 | < 0.1% |
| 49.69848092 | 1 | < 0.1% |
| 47.15453926 | 1 | < 0.1% |
| 50.56748431 | 1 | < 0.1% |
| 49.12829953 | 1 | < 0.1% |
| 47.79294518 | 1 | < 0.1% |
| 50.72869087 | 1 | < 0.1% |
| 51.3577557 | 1 | < 0.1% |
| 52.69263007 | 1 | < 0.1% |
| Other values (52990) | 52990 |
| Value | Count | Frequency (%) |
| 41.00947232 | 1 | |
| 41.04953831 | 1 | |
| 41.9957318 | 1 | |
| 42.21761179 | 1 | |
| 42.34032172 | 1 | |
| 42.52650443 | 1 | |
| 42.71417874 | 1 | |
| 42.71544762 | 1 | |
| 42.86981271 | 1 | |
| 42.87903838 | 1 |
| Value | Count | Frequency (%) |
| 59.67854692 | 1 | |
| 57.94651045 | 1 | |
| 57.42457457 | 1 | |
| 57.27716406 | 1 | |
| 57.26909538 | 1 | |
| 57.23851212 | 1 | |
| 57.19223193 | 1 | |
| 57.10960326 | 1 | |
| 57.05812289 | 1 | |
| 57.05142592 | 1 |
Acquisition_Score
Real number (ℝ)
High correlation  Missing 
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 13000 |
| Missing (%) | 24.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.065296 |
| Minimum | 29.426147 |
|---|---|
| Maximum | 33.667074 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 414.2 KiB |
Quantile statistics
| Minimum | 29.426147 |
|---|---|
| 5-th percentile | 30.715467 |
| Q1 | 31.490229 |
| median | 32.116818 |
| Q3 | 32.796075 |
| 95-th percentile | 33.350153 |
| Maximum | 33.667074 |
| Range | 4.2409267 |
| Interquartile range (IQR) | 1.3058453 |
Descriptive statistics
| Standard deviation | 0.92884823 |
|---|---|
| Coefficient of variation (CV) | 0.028967399 |
| Kurtosis | -0.09046461 |
| Mean | 32.065296 |
| Median Absolute Deviation (MAD) | 0.69219252 |
| Skewness | -0.44373357 |
| Sum | 1282611.9 |
| Variance | 0.86275903 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.07690816 | 1000 | 1.9% |
| 30.7239509 | 1000 | 1.9% |
| 31.86149526 | 1000 | 1.9% |
| 31.73394251 | 1000 | 1.9% |
| 31.61185659 | 1000 | 1.9% |
| 31.86268466 | 1000 | 1.9% |
| 31.78166736 | 1000 | 1.9% |
| 31.39711432 | 1000 | 1.9% |
| 32.66601177 | 1000 | 1.9% |
| 32.30204138 | 1000 | 1.9% |
| Other values (30) | 30000 | |
| (Missing) | 13000 |
| Value | Count | Frequency (%) |
| 29.42614727 | 1000 | |
| 30.55427732 | 1000 | |
| 30.7239509 | 1000 | |
| 30.75817098 | 1000 | |
| 31.03715998 | 1000 | |
| 31.07690816 | 1000 | |
| 31.08399061 | 1000 | |
| 31.09728684 | 1000 | |
| 31.14346619 | 1000 | |
| 31.39711432 | 1000 |
| Value | Count | Frequency (%) |
| 33.66707395 | 1000 | |
| 33.42629867 | 1000 | |
| 33.34614489 | 1000 | |
| 33.24793402 | 1000 | |
| 33.23296829 | 1000 | |
| 33.19349736 | 1000 | |
| 33.12837603 | 1000 | |
| 32.99391023 | 1000 | |
| 32.87655964 | 1000 | |
| 32.83980092 | 1000 |
Interactions
Correlations
| Acquisition_Score | DB_Memory | Execution_Time | MAS_Workers | Parallel_Jobs | Selection_Method | db_norm | execution_time_full | execution_time_none | execution_time_some | mas_norm | par_norm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Acquisition_Score | 1.000 | 0.056 | 0.000 | 0.243 | 0.203 | 1.000 | 0.056 | 0.006 | 0.060 | 0.099 | 0.243 | 0.203 |
| DB_Memory | 0.056 | 1.000 | -0.002 | -0.029 | -0.090 | 0.481 | 1.000 | 0.484 | -0.054 | 0.725 | -0.029 | -0.090 |
| Execution_Time | 0.000 | -0.002 | 1.000 | 0.002 | 0.002 | 0.000 | -0.002 | -0.002 | 0.002 | -0.006 | 0.002 | 0.002 |
| MAS_Workers | 0.243 | -0.029 | 0.002 | 1.000 | -0.285 | 0.801 | -0.029 | -0.553 | 0.154 | -0.424 | 1.000 | -0.285 |
| Parallel_Jobs | 0.203 | -0.090 | 0.002 | -0.285 | 1.000 | 0.643 | -0.090 | 0.495 | -0.108 | 0.357 | -0.285 | 1.000 |
| Selection_Method | 1.000 | 0.481 | 0.000 | 0.801 | 0.643 | 1.000 | 0.481 | 0.618 | 0.563 | 0.754 | 0.801 | 0.643 |
| db_norm | 0.056 | 1.000 | -0.002 | -0.029 | -0.090 | 0.481 | 1.000 | 0.484 | -0.054 | 0.725 | -0.029 | -0.090 |
| execution_time_full | 0.006 | 0.484 | -0.002 | -0.553 | 0.495 | 0.618 | 0.484 | 1.000 | -0.147 | 0.725 | -0.553 | 0.495 |
| execution_time_none | 0.060 | -0.054 | 0.002 | 0.154 | -0.108 | 0.563 | -0.054 | -0.147 | 1.000 | -0.139 | 0.154 | -0.108 |
| execution_time_some | 0.099 | 0.725 | -0.006 | -0.424 | 0.357 | 0.754 | 0.725 | 0.725 | -0.139 | 1.000 | -0.424 | 0.357 |
| mas_norm | 0.243 | -0.029 | 0.002 | 1.000 | -0.285 | 0.801 | -0.029 | -0.553 | 0.154 | -0.424 | 1.000 | -0.285 |
| par_norm | 0.203 | -0.090 | 0.002 | -0.285 | 1.000 | 0.643 | -0.090 | 0.495 | -0.108 | 0.357 | -0.285 | 1.000 |
Missing values
Sample
| DB_Memory | MAS_Workers | Parallel_Jobs | model_type | request_size | db_norm | mas_norm | par_norm | execution_time_none | execution_time_some | execution_time_full | Configuration | Selection_Method | Execution_Time | Acquisition_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1068.181818 | 54.545455 | 4.909091 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 53.98368 | 56.963873 | 98.375605 | Config_665 | LHS | 47.358887 | NaN |
| 1 | 1068.181818 | 54.545455 | 4.909091 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 53.98368 | 56.963873 | 98.375605 | Config_665 | LHS | 48.502824 | NaN |
| 2 | 1068.181818 | 54.545455 | 4.909091 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 53.98368 | 56.963873 | 98.375605 | Config_665 | LHS | 49.153516 | NaN |
| 3 | 1068.181818 | 54.545455 | 4.909091 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 53.98368 | 56.963873 | 98.375605 | Config_665 | LHS | 50.420709 | NaN |
| 4 | 1068.181818 | 54.545455 | 4.909091 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 53.98368 | 56.963873 | 98.375605 | Config_665 | LHS | 43.697916 | NaN |
| 5 | 1068.181818 | 54.545455 | 4.909091 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 53.98368 | 56.963873 | 98.375605 | Config_665 | LHS | 49.335430 | NaN |
| 6 | 1068.181818 | 54.545455 | 4.909091 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 53.98368 | 56.963873 | 98.375605 | Config_665 | LHS | 48.741557 | NaN |
| 7 | 1068.181818 | 54.545455 | 4.909091 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 53.98368 | 56.963873 | 98.375605 | Config_665 | LHS | 50.388335 | NaN |
| 8 | 1068.181818 | 54.545455 | 4.909091 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 53.98368 | 56.963873 | 98.375605 | Config_665 | LHS | 49.278004 | NaN |
| 9 | 1068.181818 | 54.545455 | 4.909091 | CPF | 16KB | 0.363636 | 0.636364 | 0.363636 | 53.98368 | 56.963873 | 98.375605 | Config_665 | LHS | 49.440255 | NaN |
| DB_Memory | MAS_Workers | Parallel_Jobs | model_type | request_size | db_norm | mas_norm | par_norm | execution_time_none | execution_time_some | execution_time_full | Configuration | Selection_Method | Execution_Time | Acquisition_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52990 | 659.090909 | 29.090909 | 4.181818 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 48.953177 | 57.82564 | 105.820213 | Config_328 | NaN | 50.531538 | NaN |
| 52991 | 659.090909 | 29.090909 | 4.181818 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 48.953177 | 57.82564 | 105.820213 | Config_328 | NaN | 51.020631 | NaN |
| 52992 | 659.090909 | 29.090909 | 4.181818 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 48.953177 | 57.82564 | 105.820213 | Config_328 | NaN | 50.507116 | NaN |
| 52993 | 659.090909 | 29.090909 | 4.181818 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 48.953177 | 57.82564 | 105.820213 | Config_328 | NaN | 49.800054 | NaN |
| 52994 | 659.090909 | 29.090909 | 4.181818 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 48.953177 | 57.82564 | 105.820213 | Config_328 | NaN | 47.896358 | NaN |
| 52995 | 659.090909 | 29.090909 | 4.181818 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 48.953177 | 57.82564 | 105.820213 | Config_328 | NaN | 51.525545 | NaN |
| 52996 | 659.090909 | 29.090909 | 4.181818 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 48.953177 | 57.82564 | 105.820213 | Config_328 | NaN | 48.176005 | NaN |
| 52997 | 659.090909 | 29.090909 | 4.181818 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 48.953177 | 57.82564 | 105.820213 | Config_328 | NaN | 48.717757 | NaN |
| 52998 | 659.090909 | 29.090909 | 4.181818 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 48.953177 | 57.82564 | 105.820213 | Config_328 | NaN | 51.554553 | NaN |
| 52999 | 659.090909 | 29.090909 | 4.181818 | CPF | 16KB | 0.181818 | 0.272727 | 0.272727 | 48.953177 | 57.82564 | 105.820213 | Config_328 | NaN | 50.747362 | NaN |